Implementation partners
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Do you have an AI application that you think HAI-DEF could help with, but need
some help from a technical expert to make it happen?
HAI-DEF has three implementation partners, Persistent Systems, Ferrum Health, and CitiusTech
who have deep expertise on working with HAI-DEF assets. These partners can work
with you to build a HAI-DEF solution using your data that you can then deploy in
your own environment.
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Last updated 2025-05-14 UTC.
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These partners can work\nwith you to build a HAI-DEF solution using your data that you can then deploy in\nyour own environment.\n\n|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Persistent Systems](https://www.persistent.com/ai/) (BSE \\& NSE: PERSISTENT) is a global leader in Digital Engineering and Enterprise Modernization, with 23,000 employees across 18 countries. Backed by 5,000+ healthcare and life sciences experts, Persistent delivers impactful solutions across the \"Cell to Cure\" ecosystem, enhancing patient outcomes, operational efficiency, and groundbreaking research. As a leading Google Partner for over a decade (GCP Premier and MSP Partner), Persistent accelerates cloud-led digital transformation for Google customers with capabilities across open cloud, data cloud, app cloud, data \\& analytics, ML and collaboration. They offer a wide range of Google Cloud services across migration, cloud-native development, modernization, security, analytics, AI, and managed services. Enterprises need a trusted AI partner to explore new possibilities together. That's why they're charting a unique path with [Re(AI)magining™ the World](https://www.persistent.com/ai/). Persistent is a Trusted Testing Partner for Google Cloud's Generative AI offerings, and regularly engage with Google to co-sell AI solutions that accelerate scalable transformation. For more information, please visit [Persistent Homepage](https://www.persistent.com/) and [Persistent Google Cloud Partnership site](https://www.persistent.com/partner-ecosystem/google/). | [Ferrum Health](https://ferrumhealth.com/?utm_campaign=5773223-Google%20Foundational%20Model&utm_source=Google) is an AI orchestrator that offers a high-touch, full-service installation, allowing full implementation of AI tools in just weeks. Ferrum can support you in developing your own model for your use case built on top of HAI-DEF and your data. Ferrum's platform organizes your data in your secure environment, automatically extracts labels from your reports, and then uses this to train existing HAI-DEF models, resulting in your own AI model. Ferrum will then support the validation, deployment, and monitoring of these models. |\n| [CitiusTech](https://www.citiustech.com/) is a global IT services, consulting, and business solutions enterprise 100% focused on the healthcare and life sciences industry. CitiusTech enables 140+ enterprises to build a human-first ecosystem that is efficient, effective, and equitable with deep domain expertise and next-gen technology. CitiusTech leverages Google Research HAI-DEF models, including Pathology, CXR, and TxGemma, to help customers build and deploy novel AI solutions. Our services include developing custom AI algorithms for medical imaging analysis, integrating AI-driven diagnostic tools into existing healthcare systems, and providing end-to-end support for deploying, monitoring maintaining AI solutions including large language model (LLM) based solutions. We ensure cutting-edge, efficient, and scalable implementations tailored to meet diverse needs across medical devices as well as payer, provider, life sciences domain. For more information on the CitiusTech -- Google Cloud Partnership, please visit [CitiusTech Google Cloud Partnership site](https://www.citiustech.com/partners/google-cloud-platform). | |"]]
